Datasets:

williambrach
/

bratislava-coffee-busyness-test

timestamp timestamp[ns]date 2026-01-04 12:00:00 2026-02-18 23:29:59	name stringclasses 31 values	current_busyness int64 0 100 ⌀	usually_busyness int64 1 100 ⌀
2026-01-04T12:00:00.614000	Rano	0	53
2026-01-04T12:00:00.614000	oproti	0	93
2026-01-04T12:00:00.614000	grão	7	86
2026-01-04T12:00:00.614000	Bufet ŽUFET	null	null
2026-01-04T12:00:00.614000	Kávička u Janíčka - Kamzík	null	null
2026-01-04T12:00:00.614000	Michelle Cafe Bratislava	20	67
2026-01-04T12:00:00.614000	Triple five coffee roasters - Račianska	2	67
2026-01-04T12:00:00.614000	Bistro Háj	100	48
2026-01-04T12:00:00.614000	Tout	2	33
2026-01-04T12:00:00.614000	OST BLOCK - Vydrica	100	36
2026-01-04T12:00:00.614000	Jungle Blumental	null	null
2026-01-04T12:00:00.614000	ROH	null	null
2026-01-04T12:00:00.614000	Hrncheck	null	null
2026-01-04T12:00:00.614000	6:57a.m.	81	55
2026-01-04T12:00:00.614000	SOREN	64	81
2026-01-04T12:00:00.614000	Sweet Beans Coffee Roastery	0	46
2026-01-04T12:00:00.614000	Mandľa	0	54
2026-01-04T12:00:00.614000	Emil	27	82
2026-01-04T12:00:00.614000	Jungle - Sky Park	100	77
2026-01-04T12:00:00.614000	Čiary	null	null
2026-01-04T12:00:00.614000	black.	2	44
2026-01-04T12:00:00.614000	MONO café	null	null
2026-01-04T12:00:00.614000	Brew Bar Cafe	null	null
2026-01-04T12:00:00.614000	Kaviareň Goriffee - Košická	60	81
2026-01-04T12:00:00.614000	Good Times coffee roasters	null	null
2026-01-04T12:00:00.614000	Triple five coffee roasters	0	36
2026-01-04T12:00:00.614000	Blue Mondays Coffee Roasters	44	81
2026-01-04T12:00:00.614000	OST BLOCK	0	69
2026-01-04T12:00:00.614000	Temný OST BLOCK	57	9
2026-01-04T12:00:00.614000	Kaviareň Vták	0	100
2026-01-04T12:00:00.614000	Baryk	12	47
2026-01-04T12:30:00.351000	Rano	0	53
2026-01-04T12:30:00.351000	oproti	0	93
2026-01-04T12:30:00.351000	grão	7	86
2026-01-04T12:30:00.351000	Bufet ŽUFET	null	null
2026-01-04T12:30:00.351000	Kávička u Janíčka - Kamzík	null	null
2026-01-04T12:30:00.351000	Michelle Cafe Bratislava	91	67
2026-01-04T12:30:00.351000	Triple five coffee roasters - Račianska	2	67
2026-01-04T12:30:00.351000	Bistro Háj	100	48
2026-01-04T12:30:00.351000	Tout	2	33
2026-01-04T12:30:00.351000	OST BLOCK - Vydrica	100	36
2026-01-04T12:30:00.351000	Jungle Blumental	null	null
2026-01-04T12:30:00.351000	ROH	null	null
2026-01-04T12:30:00.351000	Hrncheck	null	null
2026-01-04T12:30:00.351000	6:57a.m.	17	55
2026-01-04T12:30:00.351000	SOREN	64	81
2026-01-04T12:30:00.351000	Sweet Beans Coffee Roastery	0	46
2026-01-04T12:30:00.351000	Mandľa	0	54
2026-01-04T12:30:00.351000	Emil	27	82
2026-01-04T12:30:00.351000	Jungle - Sky Park	0	77
2026-01-04T12:30:00.351000	Čiary	null	null
2026-01-04T12:30:00.351000	black.	61	44
2026-01-04T12:30:00.351000	MONO café	null	null
2026-01-04T12:30:00.351000	Brew Bar Cafe	null	null
2026-01-04T12:30:00.351000	Kaviareň Goriffee - Košická	60	81
2026-01-04T12:30:00.351000	Good Times coffee roasters	null	null
2026-01-04T12:30:00.351000	Triple five coffee roasters	0	36
2026-01-04T12:30:00.351000	Blue Mondays Coffee Roasters	30	81
2026-01-04T12:30:00.351000	OST BLOCK	52	69
2026-01-04T12:30:00.351000	Temný OST BLOCK	57	9
2026-01-04T12:30:00.351000	Kaviareň Vták	0	100
2026-01-04T12:30:00.351000	Baryk	2	47
2026-01-04T13:00:00.366000	Rano	31	38
2026-01-04T13:00:00.366000	oproti	34	86
2026-01-04T13:00:00.366000	grão	100	86
2026-01-04T13:00:00.366000	Bufet ŽUFET	null	null
2026-01-04T13:00:00.366000	Kávička u Janíčka - Kamzík	null	null
2026-01-04T13:00:00.366000	Michelle Cafe Bratislava	90	52
2026-01-04T13:00:00.366000	Triple five coffee roasters - Račianska	0	70
2026-01-04T13:00:00.366000	Bistro Háj	100	46
2026-01-04T13:00:00.366000	Tout	97	40
2026-01-04T13:00:00.366000	OST BLOCK - Vydrica	11	59
2026-01-04T13:00:00.366000	Jungle Blumental	null	null
2026-01-04T13:00:00.366000	ROH	null	null
2026-01-04T13:00:00.366000	Hrncheck	null	null
2026-01-04T13:00:00.366000	6:57a.m.	24	64
2026-01-04T13:00:00.366000	SOREN	100	85
2026-01-04T13:00:00.366000	Sweet Beans Coffee Roastery	null	null
2026-01-04T13:00:00.366000	Mandľa	0	50
2026-01-04T13:00:00.366000	Emil	3	76
2026-01-04T13:00:00.366000	Jungle - Sky Park	4	54
2026-01-04T13:00:00.366000	Čiary	null	null
2026-01-04T13:00:00.366000	black.	60	51
2026-01-04T13:00:00.366000	MONO café	null	null
2026-01-04T13:00:00.366000	Brew Bar Cafe	null	null
2026-01-04T13:00:00.366000	Kaviareň Goriffee - Košická	45	76
2026-01-04T13:00:00.366000	Good Times coffee roasters	null	null
2026-01-04T13:00:00.366000	Triple five coffee roasters	3	47
2026-01-04T13:00:00.366000	Blue Mondays Coffee Roasters	44	90
2026-01-04T13:00:00.366000	OST BLOCK	8	80
2026-01-04T13:00:00.366000	Temný OST BLOCK	8	11
2026-01-04T13:00:00.366000	Kaviareň Vták	null	null
2026-01-04T13:00:00.366000	Baryk	60	63
2026-01-04T13:30:00.331000	Rano	52	38
2026-01-04T13:30:00.331000	oproti	34	86
2026-01-04T13:30:00.331000	grão	71	86
2026-01-04T13:30:00.331000	Bufet ŽUFET	null	null
2026-01-04T13:30:00.331000	Kávička u Janíčka - Kamzík	null	null
2026-01-04T13:30:00.331000	Michelle Cafe Bratislava	90	52
2026-01-04T13:30:00.331000	Triple five coffee roasters - Račianska	100	70

End of preview. Expand in Data Studio

Bratislava Coffee Busyness Dataset

Real-time and typical busyness data for coffee shops in Bratislava, Slovakia. Data is scraped from Google Maps "Popular Times" every 30 minutes.

Weekly Hype Leaderboard - Last update : 2026-02-19 00:00 UTC

Week: 2026-02-16 to 2026-02-22
Hours: 6:00 - 17:59 only

Rank	Name	Hype Index	Gap	Ratio
1	Bistro Háj	+144%	+20.5	2.05x
2	ROH	+64%	+11.1	1.24x
3	Emil	+62%	+2.3	1.24x
4	Mandľa	+54%	-1.9	1.02x
5	oproti	+44%	+8.6	1.24x
6	Michelle Cafe Bratislava	+25%	-0.6	1.02x
7	Triple five coffee roasters	+15%	-13.3	0.93x
8	Blue Mondays Coffee Roasters	+10%	-18.5	0.83x
9	6:57a.m.	+5%	-8.7	0.89x
10	black.	-4%	-15.7	0.78x
11	Kaviareň Goriffee - Košická	-9%	-20.1	0.73x
12	Sweet Beans Coffee Roastery	-15%	-11.2	0.74x
13	Triple five coffee roasters - Račianska	-19%	-26.5	0.68x
14	Tout	-25%	-9.8	0.83x
15	Rano	-25%	-33.8	0.57x
16	Baryk	-28%	-33.1	0.70x
17	OST BLOCK	-41%	-26.5	0.38x
18	SOREN	-46%	-35.8	0.49x
19	Kaviareň Vták	-46%	-39.8	0.38x
20	grão	-48%	-36.6	0.45x
21	Temný OST BLOCK	-74%	-11.5	0.16x

Coffee Shops

Active Shops (with data)

6:57a.m.
Baryk
Bistro Háj
Blue Mondays Coffee Roasters
Emil
Jungle - Sky Park
Kaviareň Goriffee - Košická
Kaviareň Vták
Mandľa
Michelle Cafe Bratislava
OST BLOCK
OST BLOCK - Vydrica
ROH
Rano
SOREN
Sweet Beans Coffee Roastery
Temný OST BLOCK
Tout
Triple five coffee roasters
Triple five coffee roasters - Račianska
black.
grão
oproti

Unavailable Shops (Google Maps incompatible)

Brew Bar Cafe
Bufet ŽUFET
Good Times coffee roasters
Hrncheck
Jungle Blumental
Kávička u Janíčka - Kamzík
MONO café
Čiary

Metrics

Hype index

Measures how much a coffee shop outperforms (or underperforms) the city average at the same time. A coffee shop with +20% hype is doing 20% better than Bratislava's average coffee shop right now.

Formula: hype_index = avg[ (current / usually) / market_avg ] per hour, averaged over the week

Gap

Absolute difference between actual and predicted busyness. Positive means busier than Google predicted; negative means quieter.

Formula: gap = avg(current - usually) over the week

Ratio

Relative busyness compared to the shop's own typical levels. A ratio of 1.5x means the shop is 50% busier than its usual baseline.

Formula: ratio = avg(current / usually) over the week

Data Collection

Source: Google Maps "Popular Times" feature
Method: Headless Chrome browser automation via pydoll
Frequency: Every 30 minutes

Column	Description
`timestamp`	ISO 8601 timestamp of the observation
`name`	Name of the coffee shop
`current_busyness`	Current busyness percentage (0-100), empty if unavailable
`usually_busyness`	Typical busyness for this time (0-100), empty if unavailable

Downloads last month: 200

Size of downloaded dataset files:

75.1 kB

Size of the auto-converted Parquet files:

75.1 kB

Number of rows:

67,487